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In machine learning model development, feature engineering plays a crucial role since real-world data often comes with noise, missing values, skewed distributions, and even inconsistent formats. Source link
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Machine learning model development often feels like navigating a maze, exciting but filled with twists, dead ends, and time sinks. Source link
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This post is divided into five parts; they are: • Naive Tokenization • Stemming and Lemmatization • Byte-Pair Encoding (BPE) • WordPiece • SentencePiece and Unigram The simplest form of tokenization splits text into tokens based on whitespace. Source link
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Quantization is a frequently used strategy applied to production machine learning models, particularly large and complex ones, to make them lightweight by reducing the numerical precision of the model’s parameters (weights) — usually from 32-bit floating-point to lower representations like 8-bit integers. Source link
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Alibaba Group has introduced QwenLong-L1, a new framework that enables large language models (LLMs) to reason over extremely long inputs. This development could unlock a new wave of enterprise applications that require models to understand and…
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Machine learning models have become increasingly sophisticated, but this complexity often comes at the cost of interpretability. Source link
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More AI is advancing at a rapid clip for businesses, and that’s especially true of speech and voice AI models. Case in point: Today, ElevenLabs, the well-funded voice and AI sound effects startup founded by former Palantir…
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Token Monster, a new AI chatbot platform, has launched its alpha preview, aiming to change how users interact with large language models (LLMs). Developed by Matt Shumer, co-founder and CEO of OthersideAI and its hit AI…
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DeepSeek’s latest AI model, R1 0528, has raised eyebrows for a further regression on free speech and what users can discuss. “A big step backwards for free speech,” is how one prominent AI researcher summed it up AI researcher and popular online commentator ‘xlr8harder’ put the model through its paces, sharing findings that suggests DeepSeek…
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Black Forest Labs (BFL), the startup founded by the creators of the popular Stable Diffusion model, has launched a new image generation model called FLUX.1 Kontext. This model not only generates and edits photos, but also…